Every category where a model named Maxio for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
Revenue recognition	Accounting and close	15%	1 of 77	14%	35	accepted challenger
SaaS metrics and analytics	Planning and analysis	0%	14 of 81	10%	10	accepted challenger
Board and investor reporting	Planning and analysis	0%	36 of 97	0%	3	under 10 labels · led by OnBoard at 25%
Financial reporting and dashboards	Planning and analysis	0%	30 of 133	0%	3	under 10 labels · led by Sage Intacct at 27%
FP&A platforms	Planning and analysis	0%	41 of 52	0%	1	under 10 labels · led by Vena at 15%
Invoicing software	Receivables and billing	0%	55 of 86	0%	1	under 10 labels · led by Wave at 19%

Movement

This is the first edition on this tier, so no move can be computed for Maxio yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Maxio across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	2	2	1	0	5
GPT-5.4 mini	1	1	0	0	2
Gemini 3.5 Flash	1	6	2	2	11
Perplexity Sonar	0	2	1	0	3
Grok 4.1 Fast	1	2	1	2	6
Mistral Small	0	2	0	0	2
DeepSeek V4 Flash	0	5	3	1	9
Llama 4 Maverick	1	0	0	0	1
Qwen 3.7 Flash	0	2	0	0	2
Kimi K2	1	3	1	1	6
GLM 4.7 FlashX	0	3	1	0	4
MiniMax M2.5	0	1	1	0	2

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct46 labels14

Paraphrase36 labels11

Comparative21 labels3not counted in share

Budget-constrained12 labels1

Scale-constrained12 labelsNone

Negative15 labelsNone

First choiceAlternativeMentionNegative142 labels in all, every segment counted; 26 of the 29 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“If you're SaaS-focused with billing needs: Start with Maxio. It's repeatedly called out as the top unified platform for mid-market B2B SaaS” Grok 4.1 Fast · Revenue recognition · direct prompt · first choice

“Maxio (formed from the merger of SaaSOptics and Chargify) is a billing and revenue management platform built specifically for B2B SaaS companies” Claude Haiku 4.5 · Revenue recognition · paraphrase prompt · first choice

“Maxio (the merged product of SaaSOptics and Chargify) is the industry standard” Gemini 3.5 Flash · Revenue recognition · paraphrase prompt · first choice

“For most mid-market B2B companies, Maxio hits the sweet spot” Kimi K2 · Revenue recognition · direct prompt · first choice

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“The "under $20K/year" tier (like basic Maxio, ~$599/month) is really the entry point for dedicated SaaS-focused platforms.” DeepSeek V4 Flash · Revenue recognition · budget prompt · soft negative

“Dedicated rev-rec tools like Maxio or Zuora are typically too expensive ($599+/mo or custom).” Grok 4.1 Fast · Revenue recognition · budget prompt · soft negative

“It is notoriously complex and heavy... the implementation is highly prone to failure.” Gemini 3.5 Flash · SaaS metrics · negative prompt · soft negative

“no percentage-of-revenue overage fees (unlike competitors like Maxio or Chargebee)” Gemini 3.5 Flash · Revenue recognition · budget prompt · soft negative

Named alongside

The products named in the same answers as Maxio, over the 142 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Maxio was named but was not.

ProductSame answerTook the first choice insteadHead to head

Sage Intacct42 of 1427Compare →

RightRev41 of 1429Not in the top three

Zuora Revenue37 of 14210Not in the top three

NetSuite Advanced Revenue Management37 of 1421Not in the top three

QuickBooks Online34 of 1428Not in the top three

ChartMogul31 of 14212Not in the top three

Chargebee RevRec29 of 1421Not in the top three

Baremetrics24 of 1423Not in the top three

Oracle NetSuite24 of 1420Not in the top three

Zuora23 of 1422Not in the top three

A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Maxio. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 114 of the 142 answers that named Maxio and are not a share of its labels.

Domains cited

ledgerup.ai51

younium.com46

rightrev.com40

getapp.com36

maxio.comYour site36

worldmetrics.org36

eleven.run35

guideflow.com34

hubifi.com33

dualentry.com30

341 of the 377 domain citations in answers naming Maxio came from somebody else's page.

Pages cited

ledgerup.ai/resources/7-best-revenue-recognition-software-for-saas-202646

younium.com/blog/revenue-recognition-software36

eleven.run/blog/best-revenue-recognition-software35

guideflow.com/blog/revenue-recognition-software33

rightrev.com/top-revenue-recognition-software-2026-a-comprehensive-buyers-guide31

dualentry.com/blog/best-revenue-recognition-software30

pipedrive.com/en/blog/best-revenue-recognition-software28

ledgerup.ai/resources/best-asc-606-revenue-recognition-software-202622

Pages are listed as the models cited them.

Names read as Maxio

What the judge wrote, as written, with how often. The vendor table decides that these count as Maxio; a claim can dispute any of them.

Maxio (formerly SaaSOptics / Chargify) 2Maxio (formerly SaaSOptics) 2LedgerUp / Maxio / Chargebee RevRec 1Maxio (Formerly SaaSOptics + Chargify) 1Maxio (formerly Chargify + SaaSOptics) 1Maxio (formerly Chargify/SaaSOptics) 1Maxio (formerly SaaSOptics + Chargify) 1Maxio (formerly SaaSOptics and Chargify) 1SaaSOptics 1

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Maxio's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Maxio, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at maxio.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.